{"id":"https://openalex.org/W4205151640","doi":"https://doi.org/10.1109/bibm52615.2021.9669828","title":"Which Features of Postural Sway are Effective in Distinguishing Parkinson\u2019s Disease Patients from Controls? An Experimental Investigation","display_name":"Which Features of Postural Sway are Effective in Distinguishing Parkinson\u2019s Disease Patients from Controls? An Experimental Investigation","publication_year":2021,"publication_date":"2021-12-09","ids":{"openalex":"https://openalex.org/W4205151640","doi":"https://doi.org/10.1109/bibm52615.2021.9669828"},"language":"en","primary_location":{"id":"doi:10.1109/bibm52615.2021.9669828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm52615.2021.9669828","pdf_url":null,"source":{"id":"https://openalex.org/S4363607735","display_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023599409","display_name":"Wenbo Ge","orcid":"https://orcid.org/0000-0002-0429-3061"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Wenbo Ge","raw_affiliation_strings":["School of Computing, Australian National University, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing, Australian National University, Canberra, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086213684","display_name":"Deborah Apthorp","orcid":"https://orcid.org/0000-0001-5785-024X"},"institutions":[{"id":"https://openalex.org/I90745801","display_name":"University of New England","ror":"https://ror.org/04r659a56","country_code":"AU","type":"education","lineage":["https://openalex.org/I90745801"]},{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Deborah Apthorp","raw_affiliation_strings":["School of Computing, Australian National University, Canberra, Australia","School of Psychology, University of New England, Armidale, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing, Australian National University, Canberra, Australia","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"School of Psychology, University of New England, Armidale, Australia","institution_ids":["https://openalex.org/I90745801"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068699137","display_name":"Christian J. Lueck","orcid":"https://orcid.org/0000-0003-1537-7612"},"institutions":[{"id":"https://openalex.org/I2802964606","display_name":"Canberra Hospital","ror":"https://ror.org/04h7nbn38","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I2802964606","https://openalex.org/I4210163549"]},{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Christian Lueck","raw_affiliation_strings":["ANU Medical School, Australian National University, Canberra, Australia","Department of Neurology, Canberra Hospital, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"ANU Medical School, Australian National University, Canberra, Australia","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"Department of Neurology, Canberra Hospital, Canberra, Australia","institution_ids":["https://openalex.org/I2802964606"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059778915","display_name":"Hanna Suominen","orcid":"https://orcid.org/0000-0002-4195-1641"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]},{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU","FI"],"is_corresponding":false,"raw_author_name":"Hanna Suominen","raw_affiliation_strings":["Department of Computing, University of Turku, Turku, Finland","School of Computing, Australian National University, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computing, University of Turku, Turku, Finland","institution_ids":["https://openalex.org/I155660961"]},{"raw_affiliation_string":"School of Computing, Australian National University, Canberra, Australia","institution_ids":["https://openalex.org/I118347636"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023599409"],"corresponding_institution_ids":["https://openalex.org/I118347636"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21551724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"860","last_page":"867"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12269","display_name":"Effects of Vibration on Health","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.6745562553405762},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.6441700458526611},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.5862848162651062},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4342663586139679},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4126089811325073},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3488925099372864},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.09645891189575195}],"concepts":[{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.6745562553405762},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.6441700458526611},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.5862848162651062},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4342663586139679},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4126089811325073},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3488925099372864},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.09645891189575195}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/bibm52615.2021.9669828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm52615.2021.9669828","pdf_url":null,"source":{"id":"https://openalex.org/S4363607735","display_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},{"id":"pmh:oai:openresearch-repository.anu.edu.au:1885/307526","is_oa":false,"landing_page_url":"http://hdl.handle.net/1885/307526","pdf_url":null,"source":{"id":"https://openalex.org/S4306402539","display_name":"ANU Open Research (Australian National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118347636","host_organization_name":"Australian National University","host_organization_lineage":["https://openalex.org/I118347636"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"Conference paper"},{"id":"pmh:oai:rune.une.edu.au:1959.11/52937","is_oa":false,"landing_page_url":"https://hdl.handle.net/1959.11/52937","pdf_url":null,"source":{"id":"https://openalex.org/S7407055448","display_name":"RUNE (Research UNE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Publication"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W101010170","https://openalex.org/W144446204","https://openalex.org/W200563459","https://openalex.org/W1479935944","https://openalex.org/W1549386224","https://openalex.org/W1574447377","https://openalex.org/W1814706065","https://openalex.org/W1930624869","https://openalex.org/W1968168694","https://openalex.org/W1968784303","https://openalex.org/W1985386089","https://openalex.org/W1986118996","https://openalex.org/W2030542338","https://openalex.org/W2046105675","https://openalex.org/W2046189898","https://openalex.org/W2067102702","https://openalex.org/W2067993536","https://openalex.org/W2089468765","https://openalex.org/W2092939357","https://openalex.org/W2136487516","https://openalex.org/W2140978740","https://openalex.org/W2145954079","https://openalex.org/W2153678774","https://openalex.org/W2353267094","https://openalex.org/W2520381364","https://openalex.org/W2557913829","https://openalex.org/W2562498401","https://openalex.org/W2916508069","https://openalex.org/W2962688977","https://openalex.org/W3002381343","https://openalex.org/W3015237050","https://openalex.org/W3097069600","https://openalex.org/W4211123396","https://openalex.org/W4239510810","https://openalex.org/W4301186107","https://openalex.org/W6718343364"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W3134596587","https://openalex.org/W3216329096","https://openalex.org/W2416973532","https://openalex.org/W3116665257","https://openalex.org/W2011324577","https://openalex.org/W2066174631","https://openalex.org/W2791159354"],"abstract_inverted_index":{"Computer-assisted":[0],"quantification":[1],"and":[2,17,62,74,92,110,130,140,162],"analysis":[3],"of":[4,30,51,56,102,154],"postural":[5,20,49,57,127],"sway":[6,50,58,128],"may":[7],"support":[8],"identifying":[9],"individuals":[10],"affected":[11,52],"by":[12,79,136],"Parkinson\u2019s":[13],"disease":[14,40],"(PD).":[15],"Balancing,":[16],"its":[18],"associated":[19],"sway,":[21],"is":[22],"a":[23,38,80,96,151],"complex":[24],"process":[25],"that":[26,132,177,206],"requires":[27],"the":[28,35,48,100,107,133,141,145,180,187,236],"cooperation":[29],"several":[31],"sensory":[32],"systems":[33],"in":[34,47,104,218,221],"brain.":[36],"Unsurprisingly,":[37],"neurodegenerative":[39],"can":[41,59,67],"affect":[42],"such":[43],"processes,":[44],"manifesting":[45],"itself":[46],"individuals.":[53],"Different":[54],"aspects":[55],"be":[60,68,115],"quantified":[61],"represented":[63],"as":[64],"features,":[65],"which":[66],"used":[69],"to":[70,86,159,210],"distinguish":[71],"between":[72,106],"patients":[73],"controls.":[75],"Our":[76],"aim,":[77],"inspired":[78],"recent":[81],"systematic":[82],"literature":[83],"review,":[84],"was":[85,157,184,201],"experimentally":[87],"determine":[88],"whether":[89,111],"sampling":[90,152],"frequency":[91,153],"visual":[93],"state":[94],"had":[95],"meaningful":[97],"impact":[98],"on":[99],"effectiveness":[101,134,178],"features":[103,124,197,213],"distinguishing":[105],"two":[108],"groups,":[109],"overall":[112],"discriminability":[113,220],"could":[114],"improved":[116],"using":[117,207,240],"machine":[118,208],"learning.":[119],"We":[120,174],"extracted":[121],"102":[122],"unique":[123],"from":[125,198],"78":[126],"recordings":[129],"found":[131],"(quantified":[135,170],"an":[137],"effect":[138],"size":[139],"average":[142],"area":[143],"under":[144,179,235],"receiver":[146],"operating":[147],"characteristic":[148],"curve)":[149],"with":[150,167],"10":[155],"Hz":[156],"superior":[158],"20,":[160],"40,":[161],"100":[163],"Hz,":[164],"though":[165,195],"not":[166],"high":[168],"confidence":[169],"through":[171,192,214],"Bayesian":[172,193],"analysis).":[173],"also":[175],"concluded":[176],"eyes":[181,188],"closed":[182],"condition":[183,190],"higher":[185,219],"than":[186],"open":[189],"(confirmed":[191],"analysis),":[194],"combining":[196],"both":[199],"conditions":[200],"superior.":[202],"Finally,":[203],"we":[204],"showed":[205],"learning":[209],"analyse":[211],"multiple":[212],"feature":[215],"selection":[216],"resulted":[217],"almost":[222],"all":[223],"cases.":[224],"The":[225],"code":[226],"for":[227],"these":[228],"experiments":[229],"have":[230],"been":[231],"released":[232],"at":[233],"https://github.com/Wenbo-G/pd-sway-analysis":[234],"MIT":[237],"license.":[238],"When":[239],"our":[241],"code,":[242],"please":[243],"cite":[244],"this":[245],"paper.":[246]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
